Machine Learning Engineer

3 days ago

Pune, Maharashtra, India Careernet Technologies Full time ₹ 12,00,000 - ₹ 24,00,000 per year
About company We, Careernet are India's leading talent solutions provider. We are the trusted partner for you to shape your teams with holistic solutions at scale, and candidates to realise their dream careers. If you're a global employer starting in India, or an indigenous startup, or a large enterprise scaling up operations, your talent needs are at the heart of what we do.
Please note: Committed to ethical recruitment practices: We do not request any payment from candidates. Be vigilant against fraudulent activities posing as our agency. Website
Roles and Responsibilities
  • Build, design and implement our highly scalable, fault-tolerant, highly available big data platform to process terabytes of data and provide customers with in-depth analytics. 
  • Developing Big Data pipelines using modern technology stack such as Spark, Hadoop, Kafka, HBase, Hive, Presto etc.
  • Develop ML based generic workflows, tools, which can be used by ML team for different projects.
  • Doing POC to evaluate different tools which can be used to build a ML platform that enables ML engineers to write and manage their workflows with ease.
  • Develop robust & fault-tolerant systems and monitor implications of changes on data processing pipeline and performance. 
  • Leveraging a broad range of PubMatic's data architecture strategies and proposing both data flows and storage solutions. 
  • Participate in Agile/Scrum processes such as sprint planning, sprint retrospective, backlog grooming, user story management, work item prioritization, etc


Desired Candidate Profile
  • years of coding experience
  • Solid computer science fundamentals including data structure and algorithm design, and creation of architectural specifications. 
  • Expertise in developing Implementation of professional software engineering best practices for the full software development life cycle, including coding standards, code reviews, source control management, documentation, build processes, automated testing, and operations. 
  • A passion for developing and maintaining a high-quality code and test base and enabling contributions from engineers across the team. 
  • Expertise in big data technologies like Hadoop, Spark, Kafka, HBase etc. 
  • Experience in developing and delivering large-scale big-data pipelines, real-time systems & data warehouses would be preferred. 
  • Knowledge of basic Machine Learning modeling will be an added advantage. 
  • Experience with Airflow, mlflow will be preferred.
  • Demonstrated ability to achieve stretch goals in a very innovative and fast paced environment. 
  • Demonstrated ability to learn new technologies quickly and independently. 
  • Excellent verbal and written communication skills, especially in technical communications. 
  • Strong interpersonal skills and a desire to work collaboratively. 
  • B.E. / B. Tech / M.E / M. Tech and Dual degree
  • Computer Science, Mathematics & Statistics and related branches
  • Graduating in the year 2022 from IIT , NIT Only

Selection Process:
  • MCQ Test (Quant + Logical+ English +Technical) + Coding Test
  •  Functional
  • Manager
  • HR Round
Selection Process:
  • MCQ Test (Quant + Logical+ English +Technical) + Coding Test
  •  Functional
  • Manager
  • HR Round

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